expert-panel

Generate expert panels for product reviews across five key areas.

Updated May 27, 2026
One-click install
npx skills add https://github.com/jiahknee5/rapid-workflow --skill expert-panel-jiahknee5
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: expert-panel
Source: https://github.com/jiahknee5/rapid-workflow/tree/main/skills/expert-panel
Command: npx skills add https://github.com/jiahknee5/rapid-workflow --skill expert-panel-jiahknee5

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of creating diverse, unbiased expert panels for product reviews, ensuring a well-rounded perspective on the project's viability, technical soundness, design, user experience, and domain-specific concerns.

Core Features & Use Cases

  • Expert Panel Generation: Automatically generate panels with practitioners, shapers, and outsiders for each of five key areas (Business, Technical, Design, Users, SME).
  • Scoring and Paring: Score potential panelists based on relevance and unique coverage, then pare down to the most impactful members.
  • Output Contract: Delivers a synthesis of convergent and divergent viewpoints, along with identified risks and open questions.
  • Panel Observability: Provides a detailed roster of panelists, their contributions, and the rationale behind decisions.
  • Use Case: For a new product launch, use this Skill to assemble a panel that includes business strategists, technical experts, designers, user representatives, and domain specialists to review the product's strategy, design, and implementation.

Quick Start

Use the expert-panel skill to generate a panel for the Business area of your project.

Frequently Asked Questions about expert-panel

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build an expert panel for unbiased product review?

Build an expert panel by generating practitioners, shapers, and outsiders across five areas: Business, Technical, Design, Users, and SME. It uses named archetypes to ensure diverse perspectives for product reviews.

What is stakeholder analysis in product evaluation?

Stakeholder analysis in product evaluation identifies diverse perspectives across business, technical, design, user, and domain areas. It scores panelists on relevance, paring down to impactful members to synthesize viewpoints.

How do I conduct a risk assessment for a new product launch?

Conduct a risk assessment by assembling an expert panel to review strategy, design, and implementation. The output contract delivers identified risks and open questions alongside convergent and divergent viewpoints.

Can I use automated panel generation for project evaluation?

You can use automated panel generation for project evaluation. It automatically generates panelists for five key areas, scores them on relevance, and provides a detailed roster of members and their rationale.

What is the best way to ensure diverse perspectives in a product review?

Ensure diverse perspectives by using named archetypes and frameworks to build a panel of practitioners, shapers, and outsiders. This approach guarantees coverage across business, technical, design, user, and SME domains.

Does expert panel generation provide observability for stakeholder analysis?

Expert panel generation provides panel observability by delivering a detailed roster of panelists, their individual contributions, and the rationale behind decisions. This ensures transparency in the stakeholder analysis process.